电网控制中心管理的数据分析

Jaime D. Pinzón, Luis C. Arrieta
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引用次数: 0

摘要

本文提出了一种应用于电力系统控制中心SCADA系统设备和功能管理的数据分析模型。该模型由用于管理、分析和可视化云数据的系统组成,云数据基于对存储在长期存储库中的数据的处理,重点是辅助决策。该模型允许评估设备的行为和控制中心的功能,以便及时管理它们。提出的模型在拉丁美洲(哥伦比亚、秘鲁和玻利维亚)的五个电网控制中心实施,其中观察到从数据驱动模型管理SCADA系统可以识别趋势和行为模式,以便优先进行预防性管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data Analytics for Power Grid Control Centers Management
This paper presents a data analytics model applied to the management of equipment and functions of SCADA systems in power system control centers. The model is composed of systems for the management, analysis and visualization of data in the cloud that is based on the processing of data stored in long-term repositories with a focus on assisted decision- making. This model allows evaluating the behavior of equipment and functions of a control center to manage them in a timely manner. The proposed model was implemented in five power grid control centers in Latin America (Colombia, Peru and Bolivia), in which it is observed that the management of the SCADA system from data-driven model allows recognizing trend and behavior patterns for prioritizing preventive management.
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